GMGNAI/gmgn-skills

GMGN OpenAPI skills for AI Agent — query tokens, wallets, and market data, and execute on-chain trades across Solana, BSC, and Base.

What it solves

GMGN Agent Skills provides AI agents with the ability to perform real-time on-chain analytics and execute trades for multi-chain Meme tokens. It eliminates the need for agents to scrape web pages or deal with Cloudflare blocks by providing a direct CLI-based interface to professional trading data and execution engines.

How it works

The project provides a set of "skills" (CLI commands) that AI agents can integrate into their workflows. These skills allow agents to query real-time data across SOL, BSC, Base, and ETH chains. It uses a high-speed RPC routing engine to ensure order submission latency is under 0.3 seconds. Agents can use these tools to scan for new tokens, analyze token security, track "Smart Money" and KOL wallets, and execute various order types including market, limit, and strategy orders (take-profit/stop-loss).

Who it’s for

Developers building AI trading agents or users of AI clients (like Cursor, Cline, or Claude Code) who want to automate the discovery, analysis, and trading of high-frequency Meme tokens.

Highlights

Real-time On-chain Data: Access to trending rankings, new token listings (Trenches), and K-line (OHLCV) data with 1-minute granularity.
Professional Analytics: Metrics such as Smart Money count, KOL holders, rat trader ratios, and rug ratio scores.
High-Speed Trading: End-to-end order submission under 0.3 seconds with support for advanced strategy orders (trailing take-profit/stop-loss).
AI-Ready Workflows: Includes 9 built-in workflow documents for tasks like token research, risk warning, and Smart Money profiling.